CN114091997A

CN114091997A - Logistics operation method, device, equipment and storage medium

Info

Publication number: CN114091997A
Application number: CN202111294965.2A
Authority: CN
Inventors: 程磊; 张伟; 刘虹玉
Original assignee: Beijing Sankuai Online Technology Co Ltd
Current assignee: Beijing Sankuai Online Technology Co Ltd
Priority date: 2021-11-03
Filing date: 2021-11-03
Publication date: 2022-02-25

Abstract

The application provides a logistics operation method, a logistics operation device, logistics operation equipment and a storage medium, and belongs to the technical field of the Internet. The method comprises the following steps: acquiring sample article information of a plurality of similar articles included in a first similar article library; training to obtain an article identification model based on the sample article information of the similar articles; inputting the article information of a plurality of articles into an article identification model for the article information of any plurality of articles in the article information base, and outputting identification results; when the identification result shows that the plurality of articles are similar articles, the article information of the plurality of articles is related into article information of a group of similar articles and stored in a second similar article library; and carrying out logistics operation on the first article to be operated based on the first similar product library and the second similar product library. When the logistics operation is carried out on the article, the similar articles corresponding to the article can be determined according to the determined similar article library, so that the condition that the similar articles are mixed up is avoided, and the accuracy of the logistics operation is improved.

Description

Logistics operation method, device, equipment and storage medium

Technical Field

The present disclosure relates to the field of internet technologies, and in particular, to a method, an apparatus, a device, and a storage medium for logistics operation.

Background

With the development of internet technology, more and more users choose to buy goods through an internet platform, and the development of the logistics industry is greatly promoted. The goods purchased by the user through the internet platform need to be put in and taken out, delivered and the like.

In the related art, when a certain article needs to be subjected to logistics operations such as warehousing, ex-warehouse, shipping, and the like, a worker finds an article that matches the article information based on the article information of the article, and performs logistics operations such as warehousing, ex-warehouse, shipping, and the like on the found article.

However, due to the fact that the number of the articles is large, in the process of logistics operation such as warehousing, ex-warehouse and delivery of the articles, the articles similar in type and style are easily confused by workers, the articles found by the workers are inconsistent with the articles actually needing the logistics operation, and the logistics operation is wrong, so that the accuracy of the article operation is reduced.

Disclosure of Invention

The embodiment of the application provides a logistics operation method, a logistics operation device, equipment and a storage medium, and can improve the accuracy of logistics operation. The technical scheme is as follows:

according to an aspect of the embodiments of the present application, there is provided a logistics operation method, including:

acquiring sample article information of a plurality of similar articles in a first similar article library, wherein the first similar article library is obtained by storing the article information of the similar articles identified by staff in the logistics operation process;

training to obtain an article identification model based on the sample article information of the similar articles;

inputting the article information of a plurality of articles into the article identification model and outputting an identification result for the article information of any plurality of articles in the article information base, wherein the identification result is used for indicating whether the plurality of articles are similar articles or not;

when the identification result shows that the plurality of items are similar items, the item information of the plurality of items is related to the item information of a group of similar items and stored in a second similar item library;

and carrying out logistics operation on the first article to be operated based on the first similar product library and the second similar product library.

In a possible implementation manner, the performing, based on the first similar product library and the second similar product library, a logistics operation on a first article to be operated includes:

receiving a logistics operation request of a terminal, wherein the logistics operation request carries first article information of the first article;

searching a second article which is similar to the first article based on the first article information and the stored first similar article library and the second similar article library;

determining first logistics operation information of the first article under the condition that the second article is found, wherein the first logistics operation information is different from the second logistics operation information of the second article;

and sending the first logistics information to the terminal, wherein the terminal is used for displaying the first logistics information so as to remind a target user of carrying out logistics operation on the first article based on the first logistics information, and the target user is a user using the terminal to carry out logistics operation.

In another possible implementation manner, the determining the first logistics operation information of the first item includes:

determining at least one of first logistics processing information, first logistics storage information and first logistics distribution information;

and determining at least one of the first logistics processing information, the first logistics storage information and the first logistics distribution information as the first logistics operation information.

In another possible implementation, the first logistics processing information includes a first processing time and a first processing location of the first article; a process for determining the first logistics operation information, comprising:

determining a second processing time and a second processing position of the second article;

determining the first processing time and the first processing position based on the second processing time and the second processing position, respectively;

the time interval between the first processing time and the second processing time is greater than a first preset time, and the distance interval between the first processing position and the second processing position is greater than a first preset distance.

In another possible implementation manner, the first logistics warehouse information comprises a first warehouse operation position and a first warehouse operation time of the first article; the process of determining the first logistics storage information comprises the following steps:

determining a second warehousing operation position and a second warehousing operation time of the second article;

respectively determining the first warehousing operation position and the first warehousing operation time based on the second warehousing operation position and the second warehousing operation time;

the distance interval between the first warehousing operation position and the second warehousing operation position is greater than a second preset distance, and the time interval between the first warehousing operation time and the second warehousing operation time is greater than a second preset duration.

In another possible implementation, the first logistics distribution information includes compartment information of a first distribution compartment of the first item; a process of determining the first logistics distribution information, comprising:

determining compartment information of a second delivery compartment for the second item;

determining compartment information of the first delivery compartment based on the compartment information of the second delivery compartment;

the first delivery compartment and the second delivery compartment are compartments of two different vehicles or different compartments of the same vehicle.

In another possible implementation, in a case where the first delivery car and the second delivery car are different cars of the same vehicle, the method further includes:

and sending reminding information to a terminal corresponding to the same vehicle, wherein the reminding information is used for reminding that similar articles matched with the first articles exist in logistics distribution operation.

In another possible implementation manner, before the storing the item information of the plurality of items into the second similar item library, the method further includes:

transmitting article information of a plurality of articles to a terminal;

and in response to receiving the confirmation information sent by the terminal, executing the step of storing the item information of the plurality of items associated into a group of similar items in a second similar item library.

In another possible implementation manner, the method further includes:

in response to receiving modification information sent by the terminal, the modification information comprises at least one of deletion information and addition information, the deletion information is used for indicating that the item information which is not similar to other items in the plurality of items is deleted, and the addition information is used for indicating that the item information which is similar to the plurality of items is added;

modifying the article information of the plurality of articles according to the modification information to obtain modified article information of the plurality of articles;

and associating the modified item information of the plurality of items into item information of a group of similar items and storing the item information of the group of similar items in the first similar item library.

In another possible implementation manner, the method further includes:

determining at least one logistics link included in the logistics operation, wherein the at least one logistics link comprises a processing link, a storage link and a delivery link;

determining a plurality of articles related to each logistics link;

determining item information for the plurality of items;

and forming the article information of the plurality of articles into the article information library.

In another possible implementation manner, the determining item information of the plurality of items includes:

for each article, acquiring at least one item of name information, brand information, specification information, volume information, classification information and number information of the article;

determining at least one of name information, brand information, specification information, volume information, classification information, and number information of the article as article information of the article.

According to another aspect of the embodiments of the present application, there is provided a logistics operation method, including:

sending a logistics operation request to a server, wherein the logistics operation request carries first article information of the first article;

receiving first logistics operation information of a first article sent by the server, wherein the first logistics operation information is determined when the server finds a second article in a stored first similar article library and a stored second similar article library, the first article and the second article are mutually similar articles, and the first logistics operation information of the first article is different from the second logistics operation information of the second article;

and displaying the first logistics information to remind a target user of carrying out logistics operation on the first article based on the first logistics information, wherein the target user is a user using the terminal to carry out logistics operation.

In one possible implementation, the method further includes:

receiving article information of a plurality of articles sent by the server;

displaying a similar item confirmation interface, wherein the similar item confirmation interface comprises the item information of the plurality of items;

and sending confirmation information to the server in response to a confirmation operation triggered based on the similar product confirmation interface.

In another possible implementation manner, the method further includes:

in response to a denial operation triggered on the basis of the similar item confirmation interface, modifying the item information of the plurality of items on the basis of a modification operation to obtain modified information, wherein the modification operation is used for deleting the item information which is not similar to other items in the plurality of items; or, the modifying operation is used for adding item information of similar items with the plurality of items;

and sending the modification information to the server.

According to another aspect of the embodiments of the present application, there is provided a logistics operation apparatus, including:

the system comprises an acquisition module, a storage module and a display module, wherein the acquisition module is used for acquiring sample article information of a plurality of similar articles in a first similar article library, and the first similar article library is obtained by storing the article information of the similar articles identified by workers in the logistics operation process;

the training module is used for training to obtain an article identification model based on the sample article information of the similar articles;

the output module is used for inputting the article information of a plurality of articles into the article identification model and outputting an identification result for the article information of any plurality of articles in the article information base, wherein the identification result is used for indicating whether the plurality of articles are similar articles or not;

the association module is used for associating the item information of the plurality of items into item information of a group of similar items and storing the item information into a second similar item library under the condition that the identification result shows that the plurality of items are similar items;

and the logistics operation module is used for performing logistics operation on the first article to be operated based on the first similar product library and the second similar product library.

In a possible implementation manner, the logistics operation module is configured to receive a logistics operation request of a terminal, where the logistics operation request carries first article information of the first article; searching a second article which is similar to the first article based on the first article information and the stored first similar article library and the second similar article library; determining first logistics operation information of the first article under the condition that the second article is found, wherein the first logistics operation information is different from the second logistics operation information of the second article; and sending the first logistics information to the terminal, wherein the terminal is used for displaying the first logistics information so as to remind a target user of carrying out logistics operation on the first article based on the first logistics information, and the target user is a user using the terminal to carry out logistics operation.

In another possible implementation manner, the logistics operation module is configured to determine at least one of first logistics processing information, first logistics warehousing information, and first logistics distribution information; and determining at least one of the first logistics processing information, the first logistics storage information and the first logistics distribution information as the first logistics operation information.

In another possible implementation, the first logistics processing information includes a first processing time and a first processing location of the first article; the logistics operation module is used for determining a second processing time and a second processing position of the second article; determining the first processing time and the first processing position based on the second processing time and the second processing position, respectively; the time interval between the first processing time and the second processing time is greater than a first preset time, and the distance interval between the first processing position and the second processing position is greater than a first preset distance.

In another possible implementation manner, the first logistics warehouse information comprises a first warehouse operation position and a first warehouse operation time of the first article; the logistics operation module is used for determining a second warehousing operation position and a second warehousing operation time of the second article; respectively determining the first warehousing operation position and the first warehousing operation time based on the second warehousing operation position and the second warehousing operation time; the distance interval between the first warehousing operation position and the second warehousing operation position is greater than a second preset distance, and the time interval between the first warehousing operation time and the second warehousing operation time is greater than a second preset duration.

In another possible implementation, the first logistics distribution information includes compartment information of a first distribution compartment of the first item; the logistics operation module is used for determining compartment information of a second delivery compartment of the second article; determining compartment information of the first delivery compartment based on the compartment information of the second delivery compartment; the first delivery compartment and the second delivery compartment are compartments of two different vehicles or different compartments of the same vehicle.

In another possible implementation manner, the apparatus further includes:

the second sending module is used for sending the article information of the plurality of articles to the terminal;

and the second receiving module is used for associating the item information of the plurality of items into item information of a group of similar items and storing the item information into a second similar item library in response to receiving the confirmation information sent by the terminal.

In another possible implementation manner, the second receiving module is further configured to respond to receiving modification information sent by the terminal, where the modification information includes at least one of deletion information and addition information, the deletion information is used to indicate that item information that is not a similar item with other items in the plurality of items is deleted, and the addition information is used to indicate that item information that is a similar item with the plurality of items is added; modifying the article information of the plurality of articles according to the modification information to obtain modified article information of the plurality of articles; and associating the modified item information of the plurality of items into item information of a group of similar items and storing the item information of the group of similar items in the first similar item library.

In another possible implementation manner, the apparatus further includes: the system comprises a determining module, a storage module and a distribution module, wherein the determining module is used for determining at least one logistics link included by the logistics operation, and the at least one logistics link comprises a processing link, a storage link and a delivery link; determining a plurality of articles related to each logistics link; determining item information for the plurality of items; and forming the article information of the plurality of articles into the article information library.

In another possible implementation manner, the determining module is configured to, for each article, obtain at least one of name information, brand information, specification information, volume information, classification information, and number information of the article; determining at least one of name information, brand information, specification information, volume information, classification information, and number information of the article as article information of the article.

the first sending module is used for sending a logistics operation request to a server, wherein the logistics operation request carries first article information of the first article;

the first receiving module is configured to receive first logistics operation information of a first article sent by the server, where the first logistics operation information is determined when the server finds a second article in a first similar article library and a second similar article library that are already stored, the first article and the second article are similar to each other, and the first logistics operation information of the first article is different from the second logistics operation information of the second article;

and the display module is used for displaying the first logistics information so as to remind a target user of carrying out logistics operation on the first article based on the first logistics information, and the target user is a user using the terminal to carry out logistics operation.

In a possible implementation manner, the first receiving module is further configured to receive item information of a plurality of items sent by the server; the display module is further configured to display a similar item confirmation interface, where the similar item confirmation interface includes item information of the plurality of items; the first sending module is further configured to send confirmation information to the server in response to a confirmation operation triggered based on the similarity confirmation interface.

In another possible implementation manner, the first sending module is further configured to modify, in response to a denial operation triggered based on the similar item confirmation interface, the item information of the multiple items based on a modification operation to obtain modification information, where the modification operation is used to delete item information that is not a similar item from the multiple items; or, the modifying operation is used for adding item information of similar items with the plurality of items; and sending the modification information to the server.

According to another aspect of embodiments of the present application, there is provided a server, including: the system comprises a processor and a memory, wherein at least one program code is stored in the memory, and the at least one program code is loaded by the processor and executed to realize the operation of the logistics operation method in any one of the possible implementation manners.

According to another aspect of the embodiments of the present application, there is provided a terminal, including: the system comprises a processor and a memory, wherein at least one program code is stored in the memory, and the at least one program code is loaded by the processor and executed to realize the operation of the logistics operation method in any one of the possible implementation manners.

According to another aspect of the embodiments of the present application, there is provided a computer-readable storage medium, in which at least one program code is stored, and the at least one program code is loaded and executed by a processor to implement the operations in the logistics operation method according to any one of the above-mentioned possible implementation manners.

According to another aspect of embodiments of the present application, there is provided a computer program product or a computer program comprising computer program code stored in a computer readable storage medium; the processor of the computer device reads the computer program code from the computer-readable storage medium, and executes the computer program code, so that the computer device performs the operations performed by the determining method of the logistics operation in any one of the above possible implementations.

The technical scheme provided by the embodiment of the application has the beneficial effects that at least:

the embodiment of the application provides a logistics operation method, and the similar product library corresponding to the article information library is determined through the trained article identification model, so that when the logistics operation is performed on the article, the similar product corresponding to the article can be determined according to the determined similar product library, the condition that the article is mixed with the similar product in the article information library is avoided, and the accuracy of the logistics operation is improved.

Drawings

In order to more clearly illustrate the technical solutions in the embodiments of the present application, the drawings needed to be used in the description of the embodiments are briefly introduced below, and it is obvious that the drawings in the following description are only some embodiments of the present application, and it is obvious for those skilled in the art to obtain other drawings based on these drawings without creative efforts.

FIG. 1 is a schematic illustration of an implementation environment provided by an embodiment of the present application;

fig. 2 is a flowchart of a method for logistics operation according to an embodiment of the present application;

fig. 3 is a flowchart of a method for logistics operation according to an embodiment of the present application;

fig. 4 is a flowchart of a method for logistics operation according to an embodiment of the present application;

FIG. 5 is a schematic diagram of a method for logistics operation according to an embodiment of the present application;

fig. 6 is a block diagram illustrating a structure of a logistics operation apparatus according to an embodiment of the present application;

fig. 7 is a block diagram illustrating a structure of a logistics operation apparatus according to an embodiment of the present application;

fig. 8 is a block diagram illustrating a structure of a logistics operation apparatus according to an embodiment of the present application;

fig. 9 is a block diagram of a server according to an embodiment of the present disclosure;

fig. 10 is a block diagram of a terminal according to an embodiment of the present disclosure.

Detailed Description

To make the objects, technical solutions and advantages of the present application more clear, embodiments of the present application will be described in further detail below with reference to the accompanying drawings.

Fig. 1 is a schematic diagram of an implementation environment provided by an embodiment of the present application. Referring to fig. 1, the implementation environment includes a terminal 101 and a server 102.

The terminal 101 and the server 102 are connected via a wireless or wired network. Moreover, a client that the server 102 provides services may be installed on the terminal 101, and a user corresponding to the terminal 101 may implement functions such as data transmission and message interaction with the server 102 through the client. The client may be a client installed on the terminal 101 and including an internet access function. For example, the client may be a logistics delivery application, a browser, a social application, a gaming application, or a take-away application, among others.

The terminal 101 may be a computer, a mobile phone, a tablet computer or other electronic devices. The server 102 may be a server, a server cluster composed of several servers, or a cloud computing service center.

The logistics operation method provided by the embodiment of the application can be applied to a plurality of scenes:

for example, application in warehousing scenarios of items: when a certain article needs to be put in storage, the logistics operation method provided by the application determines the similar article library corresponding to the article information library to be put in storage, and puts the article in storage through the similar article library, so that the situation that the article is mixed with the similar article after being put in storage is avoided, and the accuracy of the putting operation is improved.

As another example, the application is in an out-of-stock scenario of an item: when a certain article needs to be taken out of the warehouse, the logistics operation method provided by the application determines the similar article library corresponding to the article information library to be taken out of the warehouse, and the article is taken out of the warehouse through the similar article library, so that the condition that the article is mixed with the similar article in the process of taking out of the warehouse is avoided, and the accuracy of the taking out of the warehouse is improved.

As another example, in the delivery scenario of an item: when a certain article needs to be delivered, the logistics operation method provided by the application determines the similar product library corresponding to the article information library to be delivered, and delivers the article through the similar product library, so that the condition that the article is mixed with the similar product in the delivery operation process is avoided, and the accuracy of the delivery operation is improved.

Fig. 2 is a flowchart of a logistics operation method according to an embodiment of the present application. Referring to fig. 2, the logistics operation method includes the steps of:

201. the method comprises the steps of obtaining sample article information of a plurality of similar articles in a first similar article library, wherein the first similar article library is obtained by storing the article information of the similar articles identified by staff in the logistics operation process.

202. And training to obtain an article recognition model based on the sample article information of the plurality of similar articles.

203. The item information of any of a plurality of items in the item information base is input to the item identification model, and an identification result indicating whether or not the plurality of items are similar items is output.

204. And when the identification result shows that the plurality of articles are similar articles, associating the article information of the plurality of articles into article information of a group of similar articles and storing the article information into a second similar article library.

205. And carrying out logistics operation on the first article to be operated based on the first similar product library and the second similar product library.

In one possible implementation manner, performing a logistics operation on a first article to be operated based on a first similar product library and a second similar product library includes:

receiving a logistics operation request of a terminal, wherein the logistics operation request carries first article information of a first article;

searching a second article which is similar to the first article based on the first article information and the stored first similar article library and second similar article library;

under the condition that the second article is found, determining first logistics operation information of the first article, wherein the first logistics operation information is different from the second logistics operation information of the second article;

and sending the first logistics information to a terminal, wherein the terminal is used for displaying the first logistics information so as to remind a target user of carrying out logistics operation on the first article based on the first logistics information, and the target user is a user using the terminal to carry out logistics operation.

In another possible implementation, determining first logistics operation information for a first item includes:

and determining at least one of the first logistics processing information, the first logistics storage information and the first logistics distribution information as first logistics operation information.

In another possible implementation, the first logistics processing information includes a first processing time and a first processing location of the first article; a process for determining first logistics operational information, comprising:

determining a second processing time and a second processing position of a second article;

respectively determining a first processing time and a first processing position based on the second processing time and the second processing position;

In another possible implementation, the first logistics storage information includes a first storage operation position and a first storage operation time of the first article; a process for determining first logistics warehouse information, comprising:

respectively determining a first warehousing operation position and first warehousing operation time based on the second warehousing operation position and the second warehousing operation time;

In another possible implementation, the first logistics distribution information includes car information of a first distribution car of the first item; a process for determining first logistics distribution information, comprising:

determining compartment information of a first delivery compartment based on compartment information of a second delivery compartment;

the first distribution compartment and the second distribution compartment are compartments of two different vehicles or different compartments of the same vehicle.

In another possible implementation, in a case where the first delivery car and the second delivery car are different cars of the same vehicle, the method further comprises:

and sending reminding information to a terminal corresponding to the same vehicle, wherein the reminding information is used for reminding that similar articles matched with the first articles exist in the logistics distribution operation.

In another possible implementation manner, before the item information of the plurality of items is associated into the item information of the group of similar items and stored in the second similar item library, the method further includes:

transmitting article information of a plurality of articles to a terminal;

and in response to receiving the confirmation information sent by the terminal, executing the step of storing the item information of the plurality of items into a second similar item library by associating the item information of the plurality of items into a group of similar items.

In another possible implementation manner, the method further includes:

in response to receiving modification information sent by the terminal, the modification information comprises at least one of deletion information and addition information, wherein the deletion information is used for indicating that the item information which is not similar to other items in the plurality of items is deleted, and the addition information is used for indicating that the item information which is similar to the plurality of items is added;

and storing the modified item information of the plurality of items into a first similar item library by associating the item information of the group of similar items.

In another possible implementation manner, the method further includes:

determining a plurality of articles related to each logistics link;

determining item information for a plurality of items;

and forming an article information base by the article information of the plurality of articles.

In another possible implementation, determining item information for a plurality of items includes:

at least one of name information, brand information, specification information, volume information, classification information, and number information of the article is determined as article information of the article.

Fig. 3 is a flowchart of a logistics operation method according to an embodiment of the present application. Referring to fig. 3, the logistics operation method includes the steps of:

301. and sending a logistics operation request to the server, wherein the logistics operation request carries the first article information of the first article.

302. Receiving first logistics operation information of a first article sent by a server, wherein the first logistics operation information is determined when the server finds a second article in a stored first similar article library and a stored second similar article library, the first article and the second article are similar articles, and the first logistics operation information of the first article is different from the second logistics operation information of the second article.

303. And displaying the first logistics information to remind a target user of performing logistics operation on the first article based on the first logistics information, wherein the target user is a user using the terminal to perform the logistics operation.

In one possible implementation, the method further includes:

receiving article information of a plurality of articles sent by a server;

displaying a similar item confirmation interface, wherein the similar item confirmation interface comprises the item information of a plurality of items;

and sending confirmation information to the server in response to a confirmation operation triggered based on the similarity confirmation interface.

In another possible implementation manner, the method further includes:

in response to a denial operation triggered on the basis of the similar product confirmation interface, modifying the article information of the plurality of articles on the basis of a modification operation to obtain modified information, wherein the modification operation is used for deleting the article information which is not similar to other articles in the plurality of articles; or, the modifying operation is to add item information that is similar to the plurality of items;

and sending the modification information to the server.

The embodiment of the application provides a logistics operation method, and the method is characterized in that a second article which is similar to a first article is searched through article information of the first article and a stored similar article library, and then first logistics operation information which is different from second logistics operation information of the second article is determined, so that when the first article is subjected to logistics operation, the first article and the second article can be separately subjected to logistics operation through different logistics operation information, confusion of the first article and the second article which are similar to each other is effectively avoided, and the accuracy of the logistics operation is improved.

Fig. 4 is a flowchart of a logistics operation method according to an embodiment of the present application. Referring to fig. 4, the logistics operation method includes the steps of:

401. the server acquires sample article information of a plurality of similar articles included in a first similar article library, wherein the first similar article library is obtained by storing the article information of the similar articles identified by staff in the logistics operation process.

In one possible implementation manner, the first similar product library is obtained based on article information of similar products identified by staff in the logistics operation process. Correspondingly, the process of the server determining the first similarity library is as follows: the method comprises the steps that a worker obtains article information of a similar article identified in the logistics operation process, and the article information of the similar article is input in a similar article adding interface displayed by a terminal; the terminal sends the received article information of the similar articles to the server; the server receives the item information of the similar items and stores the item information of the similar items in the first similar item library.

In the embodiment of the application, the first similar product library is obtained based on the article information of the similar products identified by the staff in the logistics operation process, so that the characteristics of the similar products in the actual operation scene can be embodied, and the accuracy of the determined first similar product library is improved.

402. And training by the server to obtain an article identification model based on the sample article information of the plurality of similar articles.

In one possible implementation, the method includes the following steps: and the server performs model construction, feature extraction and parameter learning on the sample article information of the multiple similar articles through a deep learning algorithm to obtain an article identification model. The article identification model comprises an similarity matching rule used for identifying whether the plurality of articles are similar articles or not based on the article information of the plurality of articles.

In the embodiment of the application, the sample article information is obtained based on the article information of the similar articles recognized by the staff in the logistics operation process, so that the characteristics of the similar articles in the actual operation scene can be embodied, and the article recognition model obtained based on the sample article information training can accurately determine the similar article information in the article information of a plurality of articles, so that the accuracy of the article recognition model is improved.

403. The server inputs the item information of the plurality of items into the item identification model for the item information of any of the plurality of items in the item information base, and outputs an identification result indicating whether or not the plurality of items are similar items.

In this step, the server may directly input the item information of the plurality of items to the item identification model for the item information of any of the plurality of items in the item information library, or may specify the item information of a plurality of groups of items from the item information of the plurality of items and input the item information of one group of items to the item identification model each time. In the embodiment of the present application, the number of articles in each group is not particularly limited, and may be two, three, five, or the like.

In the embodiment of the application, the server determines the similar item information in the item information of the plurality of items in the item information base through the item identification model, the step of manually determining the similar item information is replaced, the server actively identifies the potential similar items in the item information base, and the efficiency of determining the similar item information is improved.

In a possible implementation manner, the server matches two items in the item information base, and determines similar items in the items. Correspondingly, the method comprises the following steps: the server inputs the article information of any two articles in the article information base into the article identification model and outputs an identification result, wherein the identification result is used for indicating whether the two articles are similar articles or not.

In the embodiment of the application, the server matches the article information of the articles in the article information base pairwise through the article identification model, so that the omission of similar articles in the articles is avoided, and the accuracy and the integrity of the determined similar article information are improved.

It should be noted that, referring to fig. 5, the article information base includes article information of articles in different logistics operation links. In a possible implementation manner, the step of the service acquiring the article information base is as follows: the method comprises the steps that a server determines at least one logistics link included in logistics operation, wherein the at least one logistics link comprises a processing link, a storage link and a delivery link; determining a plurality of articles related to each logistics link; determining item information for a plurality of items; and forming an article information base by the article information of the plurality of articles.

In one possible implementation, the item information includes at least one of name information, brand information, specification information, volume information, classification information, and number information of the item. Correspondingly, the step of determining the item information of the plurality of items by the server is as follows: the server acquires at least one item of name information, brand information, specification information, volume information, classification information and number information of each item; at least one of name information, brand information, specification information, volume information, classification information, and number information of the article is determined as article information of the article.

In the embodiment of the application, because the article information is information which is easy to be confused, such as name information, brand information, specification information, volume information, classification information, number information and the like, the article information base formed based on the article information is convenient for the server to accurately search the similar article information, and the efficiency of determining the mutually similar articles is improved.

404. The server stores item information of a group of similar items associated with item information of the plurality of items in a second similar item library when the identification result indicates that the plurality of items are similar items.

In a possible implementation manner, the server directly inputs the item information of the plurality of items into the item identification model, and accordingly, the step is as follows: and the server associates the article information of the plurality of articles into article information of a group of similar articles and stores the article information into the second similar article library to obtain the second similar article library under the condition that the identification result shows that the plurality of articles are similar articles.

In another possible implementation manner, the server inputs the item information of a group of items to the item identification model each time, and when the identification result indicates that the group of items are similar items, the item information of the group of items is associated with the item information of the group of similar items and stored in the second similar item library to obtain the second similar item library.

405. The terminal sends a logistics operation request to the server, wherein the logistics operation request carries first article information of a first article.

The first article is an article which needs to be subjected to logistics operation in any logistics link. For example, articles that need warehousing; if the article needs to be taken out of the warehouse; further, for example, an article to be distributed is required. The first article information includes at least one of name information, brand information, specification information, volume information, classification information, and number information. In one possible implementation, the method includes the following steps: the terminal acquires first article information of a first article and sends a logistics operation request to the server, wherein the logistics operation request carries the first article information of the first article.

In one possible implementation manner, each article is labeled with an article label, and the label information corresponding to the article label includes article information of the article. Correspondingly, the step of acquiring the first article information of the first article by the terminal is as follows: the terminal reads an article tag of a first article to be operated through the code scanning device to obtain tag information of the first article, wherein the tag information comprises first article information of the first article. Optionally, the item label is a bar code or an image code.

In the embodiment of the application, the article tags correspond to the articles one to one in the actual scene, so that the first article information acquired through the article tags corresponds to the first article in the actual scene really, and the accuracy of the acquired first article information is improved.

In another possible implementation manner, a corresponding relationship between the item identifier and the item information is stored in the terminal. Correspondingly, the step of acquiring the first article information of the first article by the terminal is as follows: the terminal obtains an article identification of a first article to be operated, and determines first article information corresponding to the article identification of the first article from the corresponding relation between the stored article identification and the article information according to the article identification of the first article. Optionally, the item identification comprises an item code.

Optionally, each article is labeled, and the label information corresponding to the label includes an article identifier. Correspondingly, the step of acquiring the article identifier of the first article by the terminal is as follows: the terminal reads the label of the first article through the code scanning device to obtain the article identification of the first article.

In the embodiment of the application, the first article information corresponding to the article identifier is determined from the corresponding relationship between the stored article identifier and the article information through the article identifier of the first article, so that only the article identifier of the first article needs to be acquired, the acquired information amount is reduced, and the efficiency of determining the first article information is improved.

406. The server receives a logistics operation request of the terminal, wherein the logistics operation request carries first article information of a first article.

In this step, the first article information includes at least one of name information, brand information, specification information, volume information, classification information, and number information. Correspondingly, the method comprises the following steps: the server receives a logistics operation request of the terminal, wherein the logistics operation request carries at least one of name information, brand information, specification information, volume information, classification information and number information of the first article.

407. And the server searches a second article which is similar to the first article based on the first article information and the stored first similar article library and second similar article library.

In this step, the first similar product library and the second similar product library each include item information of at least one group of similar products. Optionally, with continued reference to fig. 5, the first similar item library is a similar item library obtained based on the article information of the similar items identified by the staff in the logistics operation process, and the second similar item library is a similar item library obtained based on the article information of the similar items identified by the article identification model.

In one possible implementation manner, the first similar item library and the second similar item library include multiple sets of item information of similar items, and the item information of each set of similar items is correlated with each other. Correspondingly, the method comprises the following steps: the server determines a target group to which the first article information belongs from the article information of the plurality of groups of similar articles based on the first article information; and determining at least one third article information related to the first article information from the article information of the target group of similar articles, and determining that the article corresponding to the at least one third article information is a second article of which the first articles are mutually similar articles.

In the embodiment of the application, the similar product library not only comprises the article information of the similar products identified by the article identification model, but also comprises the article information of the similar products identified by the staff in the logistics operation process, so that the quantity of the article information in the similar product library is increased, and the accuracy of searching for the second product which is similar to the first article is improved.

In one possible implementation manner, the process of determining the second similarity library by the server is as follows: the server trains to obtain an article identification model based on the first similar article library; inputting the article information of a plurality of articles into an article identification model and outputting an identification result for the article information of any plurality of articles in the article information base, wherein the identification result is used for indicating whether the plurality of articles are similar articles or not; and when the identification result shows that the plurality of articles are similar articles, associating the article information of the plurality of articles into article information of a group of similar articles and storing the article information into a second similar article library.

It should be noted that the server can also update the second similarity library. Correspondingly, the step of updating the second similar product library by the server is as follows: an update button is arranged in a display interface of the terminal, and a user triggers the update button; and the terminal responds to the triggering of the update button and sends an update instruction to the server. And the server receives the updating instruction and determines a new second similarity library.

In the embodiment of the application, the server can update the second similar product library, so that the timeliness and the information integrity of the stored second similar product library are ensured, and the accuracy of searching for the second product which is similar to the first product based on the stored similar product library is improved.

In one possible implementation, with continued reference to fig. 5, before the server stores the item information of a plurality of items in association with the item information of a group of similar items in the second similar item library, the worker verifies the item information of the similar items output by the item identification model. Optionally, the step of the staff verifying the output result based on the terminal is: the server transmits item information of a plurality of items to the terminal. The terminal receives article information of a plurality of articles sent by the server; and displaying a similar product confirmation interface, wherein the similar product confirmation interface comprises the article information of a plurality of articles. And the staff confirms that the article information of the articles are similar to each other actually through the physical object, and triggers a confirmation operation based on a similar article confirmation interface. And the terminal responds to the confirmation operation triggered based on the similarity confirmation interface and sends confirmation information to the server. The server responds to the confirmation information sent by the receiving terminal, and stores the item information of the plurality of items into a second similar item library in a mode of associating the item information of the plurality of items into a group of similar items.

In the embodiment of the application, the staff member rechecks the similar product information determined by the article identification model, so that the accuracy of the similar product information is ensured, and the accuracy of the second similar product library obtained based on the reconfirmed similar product information is further improved.

In a possible implementation manner, with continued reference to fig. 5, the worker confirms that an article which is not a similar article exists in the plurality of articles through a physical object, and can also trigger a denial operation based on a similar article confirmation interface; the terminal responds to a denial operation triggered based on the similar item confirmation interface, a similar item modification interface is displayed, and the item information of a plurality of items is displayed in the similar item modification interface; and the staff triggers the modification operation based on the similarity modification interface. The terminal responds to modification operation triggered based on the similar item modification interface, modifies the item information of the plurality of items to obtain modified information, and the modification operation is used for deleting the item information which is not similar to other items in the plurality of items; alternatively, the modifying operation is for adding item information that is similar to the plurality of items. The terminal sends the modification information to the server. The server responds to the received modification information sent by the terminal; modifying the article information of the plurality of articles according to the modification information to obtain modified article information of the plurality of articles; and storing the modified item information of the plurality of items into a first similar item library by associating the item information of the group of similar items.

In the embodiment of the application, because the similar articles which do not conform to reality are modified by the staff, on the premise of ensuring the accuracy of the similar articles obtained after modification, the data volume of the first similar article library is increased, and the accuracy of the article identification model obtained based on the training of the first similar article library is further improved.

408. And under the condition that the server finds the second article, determining first logistics operation information of the first article, wherein the first logistics operation information is different from the second logistics operation information of the second article.

In one possible implementation, the first logistics operation information includes at least one of logistics processing information, logistics storage information and logistics distribution information. Correspondingly, the method comprises the following steps: the server determines at least one of first logistics processing information, first logistics storage information and first logistics distribution information of the first article under the condition that the second article is found, wherein the first logistics processing information, the first logistics storage information and the first logistics distribution information are different from the second logistics processing information, the second logistics storage information and the second logistics distribution information of the second article; and determining at least one of the first logistics processing information, the first logistics storage information and the first logistics distribution information as first logistics operation information.

In a possible implementation manner, the server determines at least one of first logistics processing information, first logistics warehousing information and first logistics distribution information of the first article according to a logistics link where the first article is located. Correspondingly, the method comprises the following steps: the server determines a logistics link where the first article is located under the condition that the second article is found; the method comprises the steps of responding to a logistics link where a first article is located as a processing link, determining first logistics processing information of the first article, responding to the logistics link where the first article is located as a storage link, determining first logistics storage information of the first article, and responding to the logistics link where the first article is located as a delivery link, and determining first logistics delivery information of the first article.

In one possible implementation, the first logistics processing information includes a first processing time and a first processing location of the first article. Correspondingly, the process that the server determines the first logistics processing information is as follows: the server determines a second processing time and a second processing position of the second article; respectively determining a first processing time and a first processing position based on the second processing time and the second processing position; the time interval between the first processing time and the second processing time is greater than a first preset time, and the distance interval between the first processing position and the second processing position is greater than a first preset distance.

In the embodiment of the present application, the value of the first preset duration is not specifically limited, and may be set and modified as needed. For example, the first preset time period is 10 minutes, 2 hours, 1 day, etc. In the embodiment of the present application, the value of the first preset distance is not specifically limited, and may be set and modified as needed. For example, the first preset distance is 10 meters, 20 meters, 30 meters, etc.

In the embodiment of the application, because the time interval between the first processing time and the second processing time is greater than the first preset time length, and the distance interval between the first processing position and the second processing position is greater than the first preset distance, the condition that similar products are processed simultaneously or at the same position to cause confusion is avoided, and the accuracy of logistics operation is improved.

In one possible implementation, the article is placed in an article receiving container during processing of the article. Correspondingly, the first preset distance is a spacing distance between two adjacent article receiving containers. Alternatively, the article storage container is an article basket, an article table, or the like.

In this application embodiment, because the distance interval between first processing position and the second processing position is greater than first preset distance, also be about to similar article place in different article receiving container, avoided the condition that similar article in the same receiving container takes place to obscure, so improved logistics operation's accuracy.

In one possible implementation, the first logistics storage information includes a first storage operation position and a first storage operation time of the first article. Correspondingly, the process that the server determines the first logistics storage information is as follows: the server determines a second warehousing operation position and a second warehousing operation time of the second article; respectively determining a first warehousing operation position and first warehousing operation time based on the second warehousing operation position and the second warehousing operation time; the distance interval between the first warehousing operation position and the second warehousing operation position is greater than a second preset distance, and the time interval between the first warehousing operation time and the second warehousing operation time is greater than a second preset duration.

In the embodiment of the present application, the value of the second preset duration is not specifically limited, and may be set and modified as needed. For example, the second preset time period is 10 minutes, 2 hours, 1 day, etc. In the embodiment of the present application, the value of the second preset distance is not specifically limited, and may be set and modified as needed. For example, the first preset distance is 10 meters, 20 meters, 30 meters, etc.

In the embodiment of the application, because the distance interval between the first warehousing operation position and the second warehousing operation position is greater than the second preset distance, and the time interval between the first warehousing operation time and the second warehousing operation time is greater than the second preset duration, the situation that similar products exist in the similar warehousing operation positions or similar products exist in the same warehousing operation time and are mixed up during the warehousing operation is avoided, and the accuracy of the logistics operation is improved.

In one possible implementation, the warehousing operation location includes at least one of a warehousing location, a transfer location, and a pick location; the warehousing operation time comprises at least one of warehousing time, moving time, picking time and line throwing time.

In the embodiment of the application, the warehousing operation positions comprise at least one of warehousing positions, moving warehouse positions and goods picking positions, the warehousing operation time comprises at least one of warehousing time, moving warehouse time, goods picking time and line throwing time, and a plurality of operation links from warehousing to ex-warehouse of articles are comprehensively considered, so that the condition that similar articles are mixed in each operation link is effectively avoided, and the accuracy of logistics operation is improved.

In one possible implementation, during warehousing of items, the items are placed within a warehouse that includes a plurality of warehouse locations. Correspondingly, the second preset distance is the spacing distance between two adjacent library positions.

In the embodiment of the application, the distance interval between the first warehousing operation position and the second warehousing operation position is larger than the second preset distance, so that similar products are placed at different warehouse positions of the warehouse, the situation that the similar products exist in the same warehouse position and are mixed up when the similar products are delivered from the warehouse is avoided, and the accuracy of logistics operation is improved.

In one possible implementation, the first logistics distribution information includes car information of a first distribution car of the first item. Correspondingly, the process of determining the first logistics distribution information by the server is as follows: the server determines compartment information of a second delivery compartment of the second item; determining compartment information of a first delivery compartment based on compartment information of a second delivery compartment; the first distribution compartment and the second distribution compartment are compartments of two different vehicles or different compartments of the same vehicle.

In the embodiment of the application, the first distribution compartment and the second distribution compartment are compartments of two different vehicles or different compartments of the same vehicle, so that the situation that similar articles exist in the same compartment and are mixed during distribution is avoided, and the accuracy of logistics operation is improved.

In one possible implementation, in the case where the first delivery car and the second delivery car are different cars of the same vehicle, the server sends a reminder that there are similarities. Correspondingly, the server sends reminding information to the terminal corresponding to the same vehicle, and the reminding information is used for reminding that similar articles matched with the first articles exist in the logistics distribution operation. Optionally, the terminal corresponding to the same vehicle is a terminal used by a distributor driving the vehicle.

In the embodiment of the application, under the condition that the first distribution compartment and the second distribution compartment are different compartments of the same vehicle, namely when similar articles exist in the same vehicle, the server can also send the reminding information of the existence of the similar articles to the terminal, so that the probability of confusion during distribution of distribution personnel is reduced, and the accuracy of logistics operation is improved.

409. The server sends the first logistics information to the terminal.

In one possible implementation, the first logistics operation information includes first logistics processing information; the first logistics process information includes a first process time and a first process location for the first item. Correspondingly, the method comprises the following steps: the server transmits the first processing time and the first processing position of the first article to the terminal.

In another possible implementation manner, the first logistics operation information includes first logistics storage information; the first logistics storage information comprises a first storage operation position and a first storage operation time of the first article. Correspondingly, the method comprises the following steps: the server sends the first warehousing operation position and the first warehousing operation time of the first article to the terminal.

In another possible implementation, the first logistics operation information includes first logistics distribution information. The first logistics distribution information includes car information of a first distribution car of the first item. Correspondingly, the method comprises the following steps: the server transmits car information of a first delivery car of the first item to the terminal.

410. The terminal receives first logistics operation information of the first article sent by the server.

In one possible implementation, the first logistics operation information includes first logistics processing information; the first logistics process information includes a first process time and a first process location for the first item. Correspondingly, the method comprises the following steps: the terminal receives the first processing time and the first processing position of the first article sent by the server.

In another possible implementation manner, the first logistics operation information includes first logistics storage information; the first logistics storage information comprises a first storage operation position and a first storage operation time of the first article. Correspondingly, the method comprises the following steps: the terminal receives a first warehousing operation position and a first warehousing operation time of the first article sent by the server.

In another possible implementation, the first logistics operation information includes first logistics distribution information. The first logistics distribution information includes car information of a first distribution car of the first item. Correspondingly, the method comprises the following steps: the terminal receives compartment information of a first delivery compartment of the first item sent by the server.

411. The terminal displays the first logistics information to remind a target user of carrying out logistics operation on the first article based on the first logistics information, wherein the target user is a user using the terminal to carry out logistics operation.

In one possible implementation manner, the target user is a processing person, and the first logistics operation information includes first logistics processing information; the first logistics process information includes a first process time and a first process location for the first item. Correspondingly, the method comprises the following steps: the terminal displays the received first processing time and the first processing position; and processing logistics operation is carried out on the first article at the first processing time and the first processing position by the processing personnel according to the displayed first processing time and the first processing position.

In the embodiment of the application, because the first processing time and the first processing position of the first article are different from the second processing time and the second processing position of the second article, the situation that similar articles are processed simultaneously or at the same position to cause confusion is avoided, and the accuracy of logistics operation is improved.

In another possible implementation manner, the target user is a warehousing person, and the first logistics operation information includes first logistics warehousing information; the first logistics storage information comprises a first storage operation position and a first storage operation time of the first article. Correspondingly, the method comprises the following steps: the terminal displays the received first warehousing operation position and the first warehousing operation time; warehousing personnel perform warehousing logistics operation on the first article according to the displayed first warehousing operation position, and perform warehousing operation at the first warehousing operation position; and warehousing the first articles in the first warehousing operation time.

In the embodiment of the application, the first warehousing operation position and the first warehousing operation time of the first article are different from the second warehousing operation position and the second warehousing operation time of the second article, so that the situation that similar articles are confused when stored in the same storage position or stored in the same storage position at the same time is avoided, and the accuracy of logistics operation is improved.

In another possible implementation manner, the target user is a delivery person, and the first logistics operation information includes first logistics delivery information. The first logistics distribution information includes car information of a first distribution car of the first item. Correspondingly, the method comprises the following steps: and the delivery personnel loads the first goods into the first delivery compartment according to the displayed compartment information. Optionally, the car information of the first delivery car includes a vehicle identifier and a car identifier. The vehicle identification includes at least one of a license plate number, a style, and a color of the vehicle. The car identification includes at least one of a number, a location, and a color of the car.

In the embodiment of the application, the first delivery compartment of the first article and the second delivery compartment of the second article are compartments of two different vehicles, or different compartments of the same vehicle, so that the condition that similar articles exist in the same compartment and are mixed during delivery is avoided, and the accuracy of logistics operation is improved.

Fig. 6 is a schematic structural diagram of a logistics operation device according to an embodiment of the present application. Referring to fig. 6, the apparatus includes:

the acquisition module 601 is configured to acquire sample article information of a plurality of similar articles included in a first similar article library, where the first similar article library is obtained by storing article information of similar articles identified by a worker in a logistics operation process;

the training module 602 is configured to train to obtain an article identification model based on sample article information of a plurality of similar articles;

an output module 603, configured to input the item information of the plurality of items into the item identification model for the item information of any plurality of items in the item information base, and output an identification result, where the identification result is used to indicate whether the plurality of items are similar items;

the associating module 604 is configured to, in a case that the identification result indicates that the plurality of items are similar items, associate the item information of the plurality of items with item information of a group of similar items and store the associated item information in the second similar item library;

the logistics operation module 605 is configured to perform logistics operation on the first article to be operated based on the first similar product library and the second similar product library.

In a possible implementation manner, the logistics operation module 605 is configured to receive a logistics operation request of a terminal, where the logistics operation request carries first item information of a first item; searching a second article which is similar to the first article based on the first article information and the stored first similar article library and second similar article library; under the condition that the second article is found, determining first logistics operation information of the first article, wherein the first logistics operation information is different from the second logistics operation information of the second article; and sending the first logistics information to a terminal, wherein the terminal is used for displaying the first logistics information so as to remind a target user of carrying out logistics operation on the first article based on the first logistics information, and the target user is a user using the terminal to carry out logistics operation.

In another possible implementation manner, the logistics operation module 605 is configured to determine at least one of first logistics processing information, first logistics warehousing information, and first logistics distribution information; and determining at least one of the first logistics processing information, the first logistics storage information and the first logistics distribution information as first logistics operation information.

In another possible implementation, the first logistics processing information includes a first processing time and a first processing location of the first article; a logistics operation module 605 for determining a second processing time and a second processing location of the second item; respectively determining a first processing time and a first processing position based on the second processing time and the second processing position; the time interval between the first processing time and the second processing time is greater than a first preset time, and the distance interval between the first processing position and the second processing position is greater than a first preset distance.

In another possible implementation, the first logistics storage information includes a first storage operation position and a first storage operation time of the first article; a logistics operation module 605, configured to determine a second warehousing operation location and a second warehousing operation time of the second item; respectively determining a first warehousing operation position and first warehousing operation time based on the second warehousing operation position and the second warehousing operation time; the distance interval between the first warehousing operation position and the second warehousing operation position is greater than a second preset distance, and the time interval between the first warehousing operation time and the second warehousing operation time is greater than a second preset duration.

In another possible implementation, the first logistics distribution information includes car information of a first distribution car of the first item; a logistics operation module 605 for determining compartment information of a second delivery compartment for a second item; determining compartment information of a first delivery compartment based on compartment information of a second delivery compartment; the first distribution compartment and the second distribution compartment are compartments of two different vehicles or different compartments of the same vehicle.

In another possible implementation, referring to fig. 7, the apparatus further includes:

a second sending module 606, configured to send item information of the plurality of items to the terminal;

the second receiving module 607 is configured to, in response to receiving the confirmation information sent by the terminal, associate the item information of the plurality of items with item information of a group of similar items and store the associated item information in the second similar item library.

In another possible implementation manner, the second receiving module 607 is further configured to respond to receiving modification information sent by the terminal, where the modification information includes at least one of deletion information and addition information, the deletion information is used to indicate that item information that is not similar to other items in the plurality of items is deleted, and the addition information is used to indicate that item information that is similar to the plurality of items is added; modifying the article information of the plurality of articles according to the modification information to obtain modified article information of the plurality of articles; and storing the modified item information of the plurality of items into a first similar item library by associating the item information of the group of similar items.

In another possible implementation manner, the apparatus further includes: a determining module 608, configured to determine at least one logistics link included in the logistics operation, where the at least one logistics link includes a processing link, a warehousing link, and a delivery link; determining a plurality of articles related to each logistics link; determining item information for a plurality of items; and forming an article information base by the article information of the plurality of articles.

In another possible implementation manner, the determining module 608 is further configured to obtain, for each article, at least one of name information, brand information, specification information, volume information, classification information, and number information of the article; at least one of name information, brand information, specification information, volume information, classification information, and number information of the article is determined as article information of the article.

The embodiment of the application provides a logistics operation method, and the similar product library corresponding to the article information library is determined through the trained article identification model, so that when logistics operation is performed on an article, the similar product corresponding to the article can be determined according to the determined similar product library, the situation that the similar product is mixed up in the logistics operation process is further avoided, and the accuracy of the logistics operation is improved.

Fig. 8 is a schematic structural diagram of a logistics operation apparatus according to an embodiment of the present application. Referring to fig. 8, the apparatus includes:

a first sending module 801, configured to send a logistics operation request to a server, where the logistics operation request carries first article information of a first article;

a first receiving module 802, configured to receive first logistics operation information of a first article sent by a server, where the first logistics operation information is determined when the server finds a second article in a first similar article library and a second similar article library that are already stored, the first article and the second article are similar to each other, and the first logistics operation information of the first article is different from the second logistics operation information of the second article;

the display module 803 is configured to display the first logistics information to remind a target user of performing logistics operation on the first article based on the first logistics information, where the target user is a user using the terminal to perform logistics operation.

In a possible implementation manner, the first receiving module 802 is further configured to receive item information of a plurality of items sent by a server; the display module 803 is further configured to display a similar product confirmation interface, where the similar product confirmation interface includes article information of a plurality of articles; the first sending module 801 is further configured to send confirmation information to the server in response to a confirmation operation triggered based on the similarity confirmation interface.

In another possible implementation manner, the first sending module 801 is further configured to modify, in response to a denial operation triggered based on the similar product confirmation interface, the item information of the multiple items based on the modification operation to obtain modification information, where the modification operation is used to delete item information of the multiple items that is not similar to other items; or, the modifying operation is to add item information that is similar to the plurality of items; and sending the modification information to the server.

It should be noted that: in the logistics operation device provided in the above embodiment, only the division of the function modules is illustrated when the logistics operation is performed, and in practical applications, the function distribution may be completed by different function modules according to needs, that is, the internal structure of the server is divided into different function modules to complete all or part of the functions described above. In addition, the logistics operation device and the logistics operation method provided by the above embodiments belong to the same concept, and specific implementation processes thereof are detailed in the method embodiments and are not described herein again.

Fig. 9 is a schematic structural diagram of a server provided in this embodiment of the present application, where the server 900 may generate relatively large differences due to different configurations or performances, and may include one or more processors (CPUs) 901 and one or more memories 902, where the memory 902 stores at least one program code, and the at least one program code is loaded and executed by the processors 901 to implement the logistics operation method provided in each method embodiment. Of course, the server may also have components such as a wired or wireless network interface, a keyboard, and an input/output interface, so as to perform input/output, and the server may also include other components for implementing the functions of the device, which are not described herein again.

Fig. 10 shows a block diagram of a terminal 1000 according to an exemplary embodiment of the present invention. The terminal 1000 can be: a smart phone, a tablet computer, an MP3 player (Moving Picture Experts Group Audio Layer III, motion video Experts compression standard Audio Layer 3), an MP4 player (Moving Picture Experts Group Audio Layer IV, motion video Experts compression standard Audio Layer 4), a notebook computer, or a desktop computer. Terminal 1000 can also be referred to as user equipment, portable terminal, laptop terminal, desktop terminal, or the like by other names.

In general, terminal 1000 can include: a processor 1001 and a memory 1002.

Processor 1001 may include one or more processing cores, such as a 4-core processor, an 8-core processor, and so forth. The processor 1001 may be implemented in at least one hardware form of a DSP (Digital Signal Processing), an FPGA (Field-Programmable Gate Array), and a PLA (Programmable Logic Array). The processor 1001 may also include a main processor and a coprocessor, where the main processor is a processor for Processing data in an awake state, and is also referred to as a Central Processing Unit (CPU); a coprocessor is a low power processor for processing data in a standby state. In some embodiments, the processor 1001 may be integrated with a GPU (Graphics Processing Unit), which is responsible for rendering and drawing the content required to be displayed on the display screen. In some embodiments, the processor 1001 may further include an AI (Artificial Intelligence) processor for processing a computing operation related to machine learning.

Memory 1002 may include one or more computer-readable storage media, which may be non-transitory. The memory 1002 may also include high-speed random access memory, as well as non-volatile memory, such as one or more magnetic disk storage devices, flash memory storage devices. In some embodiments, a non-transitory computer readable storage medium in memory 1002 is used to store at least one instruction for execution by processor 1001 to implement the logistics operation method provided by the method embodiments herein.

In some embodiments, terminal 1000 can also optionally include: a peripheral interface 1003 and at least one peripheral. The processor 1001, memory 1002 and peripheral interface 1003 may be connected by a bus or signal line. Various peripheral devices may be connected to peripheral interface 1003 via a bus, signal line, or circuit board. Specifically, the peripheral device includes: at least one of radio frequency circuitry 1004, display screen 1005, camera 1006, audio circuitry 1007, positioning components 1008, and power supply 1009.

The peripheral interface 1003 may be used to connect at least one peripheral related to I/O (Input/Output) to the processor 1001 and the memory 1002. In some embodiments, processor 1001, memory 1002, and peripheral interface 1003 are integrated on the same chip or circuit board; in some other embodiments, any one or two of the processor 1001, the memory 1002, and the peripheral interface 1003 may be implemented on separate chips or circuit boards, which are not limited by this embodiment.

The Radio Frequency circuit 1004 is used for receiving and transmitting RF (Radio Frequency) signals, also called electromagnetic signals. The radio frequency circuitry 1004 communicates with communication networks and other communication devices via electromagnetic signals. The radio frequency circuit 1004 converts an electrical signal into an electromagnetic signal to transmit, or converts a received electromagnetic signal into an electrical signal. Optionally, the radio frequency circuit 1004 comprises: an antenna system, an RF transceiver, one or more amplifiers, a tuner, an oscillator, a digital signal processor, a codec chipset, a subscriber identity module card, and so forth. The radio frequency circuit 1004 may communicate with other terminals via at least one wireless communication protocol. The wireless communication protocols include, but are not limited to: metropolitan area networks, various generation mobile communication networks (2G, 3G, 4G, and 5G), Wireless local area networks, and/or WiFi (Wireless Fidelity) networks. In some embodiments, the rf circuit 1004 may further include NFC (Near Field Communication) related circuits, which are not limited in this application.

The display screen 1005 is used to display a UI (user interface). The UI may include graphics, text, icons, video, and any combination thereof. When the display screen 1005 is a touch display screen, the display screen 1005 also has the ability to capture touch signals on or over the surface of the display screen 1005. The touch signal may be input to the processor 1001 as a control signal for processing. At this point, the display screen 1005 may also be used to provide virtual buttons and/or a virtual keyboard, also referred to as soft buttons and/or a soft keyboard. In some embodiments, display screen 1005 can be one, providing a front panel of terminal 1000; in other embodiments, display 1005 can be at least two, respectively disposed on different surfaces of terminal 1000 or in a folded design; in still other embodiments, display 1005 can be a flexible display disposed on a curved surface or on a folded surface of terminal 1000. Even more, the display screen 1005 may be arranged in a non-rectangular irregular figure, i.e., a shaped screen. The Display screen 1005 may be made of LCD (Liquid Crystal Display), OLED (Organic Light-Emitting Diode), and the like.

The camera assembly 1006 is used to capture images or video. Optionally, the camera assembly 1006 includes a front camera and a rear camera. Generally, a front camera is disposed at a front panel of the terminal, and a rear camera is disposed at a rear surface of the terminal. In some embodiments, the number of the rear cameras is at least two, and each rear camera is any one of a main camera, a depth-of-field camera, a wide-angle camera and a telephoto camera, so that the main camera and the depth-of-field camera are fused to realize a background blurring function, and the main camera and the wide-angle camera are fused to realize panoramic shooting and VR (Virtual Reality) shooting functions or other fusion shooting functions. In some embodiments, camera assembly 1006 may also include a flash. The flash lamp can be a monochrome temperature flash lamp or a bicolor temperature flash lamp. The double-color-temperature flash lamp is a combination of a warm-light flash lamp and a cold-light flash lamp, and can be used for light compensation at different color temperatures.

The audio circuit 1007 may include a microphone and a speaker. The microphone is used for collecting sound waves of a user and the environment, converting the sound waves into electric signals, and inputting the electric signals to the processor 1001 for processing or inputting the electric signals to the radio frequency circuit 1004 for realizing voice communication. For stereo sound collection or noise reduction purposes, multiple microphones can be provided, each at a different location of terminal 1000. The microphone may also be an array microphone or an omni-directional pick-up microphone. The speaker is used to convert electrical signals from the processor 1001 or the radio frequency circuit 1004 into sound waves. The loudspeaker can be a traditional film loudspeaker or a piezoelectric ceramic loudspeaker. When the speaker is a piezoelectric ceramic speaker, the speaker can be used for purposes such as converting an electric signal into a sound wave audible to a human being, or converting an electric signal into a sound wave inaudible to a human being to measure a distance. In some embodiments, the audio circuit 1007 may also include a headphone jack.

A Location component 1008 is employed to locate a current geographic Location of terminal 1000 for purposes of navigation or LBS (Location Based Service). The Positioning component 1008 may be a Positioning component based on the Global Positioning System (GPS) in the united states, the beidou System in china, the graves System in russia, or the galileo System in the european union.

Power supply 1009 is used to supply power to various components in terminal 1000. The power source 1009 may be alternating current, direct current, disposable batteries, or rechargeable batteries. When the power source 1009 includes a rechargeable battery, the rechargeable battery may support wired charging or wireless charging. The rechargeable battery may also be used to support fast charge technology.

In some embodiments, terminal 1000 can also include one or more sensors 1010. The one or more sensors 1010 include, but are not limited to: acceleration sensor 1011, gyro sensor 1012, pressure sensor 1013, fingerprint sensor 1014, optical sensor 1015, and proximity sensor 1016.

Acceleration sensor 1011 can detect acceleration magnitudes on three coordinate axes of a coordinate system established with terminal 1000. For example, the acceleration sensor 1011 may be used to detect components of the gravitational acceleration in three coordinate axes. The processor 1001 may control the display screen 1005 to display the user interface in a landscape view or a portrait view according to the gravitational acceleration signal collected by the acceleration sensor 1011. The acceleration sensor 1011 may also be used for acquisition of motion data of a game or a user.

The gyro sensor 1012 may detect a body direction and a rotation angle of the terminal 1000, and the gyro sensor 1012 and the acceleration sensor 1011 may cooperate to acquire a 3D motion of the user on the terminal 1000. From the data collected by the gyro sensor 1012, the processor 1001 may implement the following functions: motion sensing (such as changing the UI according to a user's tilting operation), image stabilization at the time of photographing, game control, and inertial navigation.

Pressure sensor 1013 can be disposed on a side frame of terminal 1000 and/or underneath display screen 1005. When pressure sensor 1013 is disposed on a side frame of terminal 1000, a user's grip signal on terminal 1000 can be detected, and processor 1001 performs left-right hand recognition or shortcut operation according to the grip signal collected by pressure sensor 1013. When the pressure sensor 1013 is disposed at a lower layer of the display screen 1005, the processor 1001 controls the operability control on the UI interface according to the pressure operation of the user on the display screen 1005. The operability control comprises at least one of a button control, a scroll bar control, an icon control and a menu control.

The fingerprint sensor 1014 is used to collect a fingerprint of the user, and the processor 1001 identifies the user according to the fingerprint collected by the fingerprint sensor 1014, or the fingerprint sensor 1014 identifies the user according to the collected fingerprint. Upon identifying that the user's identity is a trusted identity, the processor 1001 authorizes the user to perform relevant sensitive operations including unlocking a screen, viewing encrypted information, downloading software, paying, and changing settings, etc. Fingerprint sensor 1014 can be disposed on the front, back, or side of terminal 1000. When a physical key or vendor Logo is provided on terminal 1000, fingerprint sensor 1014 can be integrated with the physical key or vendor Logo.

The optical sensor 1015 is used to collect the ambient light intensity. In one embodiment, the processor 1001 may control the display brightness of the display screen 1005 according to the ambient light intensity collected by the optical sensor 1015. Specifically, when the ambient light intensity is high, the display brightness of the display screen 1005 is increased; when the ambient light intensity is low, the display brightness of the display screen 1005 is turned down. In another embodiment, the processor 1001 may also dynamically adjust the shooting parameters of the camera assembly 1006 according to the intensity of the ambient light collected by the optical sensor 1015.

Proximity sensor 1016, also known as a distance sensor, is typically disposed on a front panel of terminal 1000. Proximity sensor 1016 is used to gather the distance between the user and the front face of terminal 1000. In one embodiment, when proximity sensor 1016 detects that the distance between the user and the front surface of terminal 1000 is gradually reduced, processor 1001 controls display screen 1005 to switch from a bright screen state to a dark screen state; when proximity sensor 1016 detects that the distance between the user and the front of terminal 1000 is gradually increased, display screen 1005 is controlled by processor 1001 to switch from a breath-screen state to a bright-screen state.

Those skilled in the art will appreciate that the configuration shown in FIG. 10 is not intended to be limiting and that terminal 1000 can include more or fewer components than shown, or some components can be combined, or a different arrangement of components can be employed.

In an exemplary embodiment, there is also provided a storage medium comprising instructions, such as a memory comprising instructions, executable by a processor of an apparatus to perform the above method. Alternatively, the storage medium may be a non-transitory computer readable storage medium, which may be, for example, a ROM (Read-Only Memory), a RAM (Random Access Memory), a CD-ROM (Compact Disc Read-Only Memory), a magnetic tape, a floppy disk, an optical data storage device, and the like.

The embodiment of the present application further provides a computer program product, and when instructions in the computer program product are executed by a processor of a server, the server is enabled to execute the logistics operation method in the above method embodiments.

It will be understood by those skilled in the art that all or part of the steps of implementing the above embodiments may be implemented by hardware, or may be implemented by a program instructing relevant hardware, where the program may be stored in a storage medium, and the storage medium may be a read-only memory, a magnetic disk, an optical disk, or the like.

The above description is only an alternative embodiment of the present application and should not be construed as limiting the present application, and any modification, equivalent replacement, or improvement made within the spirit and principle of the present application should be included in the protection scope of the present application.

Claims

1. A method of logistics operations, the method comprising:

2. The method according to claim 1, wherein the performing a logistics operation on a first article to be operated based on the first and second libraries of similar articles comprises:

3. The method of claim 2, wherein said determining first logistics operational information of said first item comprises:

4. The method of claim 3, wherein the first logistics process information includes a first process time and a first process location for the first item; a process for determining the first logistics operation information, comprising:

5. The method according to claim 3, wherein the first logistics warehouse information comprises a first warehouse operation location and a first warehouse operation time of the first item; the process of determining the first logistics storage information comprises the following steps:

6. The method of claim 3, wherein the first logistics distribution information includes car information of a first distribution car of the first item; a process of determining the first logistics distribution information, comprising:

7. The method of claim 1, wherein prior to storing the item information of the plurality of items associated as a set of similar items in a second similar item repository, the method further comprises:

transmitting article information of a plurality of articles to a terminal;

8. The method of claim 7, further comprising:

9. A method of logistics operations, the method comprising:

10. The method of claim 9, further comprising:

receiving article information of a plurality of articles sent by the server;

11. The method of claim 9, further comprising:

and sending the modification information to the server.

12. A logistics apparatus, said apparatus comprising:

13. A logistics apparatus, said apparatus comprising:

14. An apparatus, characterized in that the apparatus comprises:

a processor and a memory, the memory having stored therein at least one instruction that is loaded and executed by the processor to perform the operations performed by the method of logistics operations of any one of claims 1 to 11.

15. A computer-readable storage medium having stored therein at least one instruction, which is loaded and executed by a processor to perform operations performed by the method of logistics operation of any one of claims 1 to 11.